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import { CallLLM, Node } from '../../store/flow-definition';
import { generateUUID, createSuccessFailureRouter } from '../../utils';
import { html } from 'lit';
import {
renderClamped,
renderHighlightedText,
renderLineItem,
getLlmIcon
} from '../utils';
import { LLMModel, hasLLMRole } from '../flow-utils';
export const split_by_llm: NodeConfig = {
type: 'split_by_llm',
name: 'Call AI',
group: ACTION_GROUPS.services,
flowTypes: [FlowTypes.VOICE, FlowTypes.MESSAGE, FlowTypes.BACKGROUND],
showAsAction: true,
render: (node: Node) => {
const callLlmAction = node.actions?.find(
(action) => action.type === 'call_llm'
) as CallLLM;
const instructions =
callLlmAction?.instructions || 'Configure AI instructions';
const llmName = callLlmAction?.llm?.name;
return html`
${llmName
? html`<div class="body" style="padding-bottom:0;">
${renderLineItem(llmName, getLlmIcon(llmName))}
</div>`
: null}
<div class="body" style="margin-bottom:10px;">
${renderClamped(
renderHighlightedText(instructions, true),
instructions
)}
</div>
`;
},
form: {
llm: {
type: 'select',
label: 'LLM',
required: true,
options: [],
endpoint: '/api/internal/llms.json',
searchable: true,
valueKey: 'uuid',
nameKey: 'name',
placeholder: 'Select an LLM...',
shouldExclude: (option: LLMModel) => !hasLLMRole(option, 'engine')
},
input: {
type: 'text',
label: 'Input',
helpText: 'The input the AI will process',
required: true,
evaluated: true,
maxLength: 10000,
placeholder: '@input'
},
instructions: {
type: 'textarea',
label: 'Instructions',
helpText:
'Tell the AI what to do with the input. The result can be referenced as **`@locals._llm_output`**',
required: true,
evaluated: true,
maxLength: 10000,
placeholder: 'Enter instructions for the AI model...',
minHeight: 130
}
},
layout: ['llm', 'input', 'instructions'],
toFormData: (node: Node) => {
// Extract data from the existing node structure
const callLlmAction = node.actions?.find(
(action) => action.type === 'call_llm'
) as CallLLM;
return {
uuid: node.uuid,
llm: callLlmAction?.llm ? [callLlmAction.llm] : [],
input: callLlmAction?.input || '@input',
instructions: callLlmAction?.instructions || ''
};
},
fromFormData: (formData: FormData, originalNode: Node): Node => {
// Get LLM selection
const llmSelection =
Array.isArray(formData.llm) && formData.llm.length > 0
? formData.llm[0]
: null;
// Find existing call_llm action to preserve its UUID
const existingCallLlmAction = originalNode.actions?.find(
(action) => action.type === 'call_llm'
);
const callLlmUuid = existingCallLlmAction?.uuid || generateUUID();
// Create call_llm action
const callLlmAction: CallLLM = {
type: 'call_llm',
uuid: callLlmUuid,
llm: llmSelection
? {
uuid: llmSelection.uuid || llmSelection.value,
name: llmSelection.name
}
: { uuid: '', name: '' },
input: formData.input || '@input',
instructions: formData.instructions || '',
output_local: '_llm_output'
};
// Create categories and exits for Success and Failure
const existingCategories = originalNode.router?.categories || [];
const existingExits = originalNode.exits || [];
const existingCases = originalNode.router?.cases || [];
const { router, exits } = createSuccessFailureRouter(
'@locals._llm_output',
{
type: 'has_text',
arguments: []
},
existingCategories,
existingExits,
existingCases
);
// Return the complete node
return {
uuid: originalNode.uuid,
actions: [callLlmAction],
router: router,
exits: exits
};
},
// Localization support for categories
localizable: 'categories',
nonTranslatableCategories: 'all'
};
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